Linear programming algorithms for detecting separated data in binary logistic regression models

Linear programming algorithms for detecting separated data in binary logistic regression models

This thesis is a study of the detection of separation among the sample points in binary logistic regression models. We propose a new algorithm for detecting separation and demonstrate empirically that it can be computed fast enough to be used routinely as part of the fitting process for logistic reg...

書目詳細資料
主要作者:	Konis, K
其他作者:	Ripley, B
格式:	Thesis
語言:	English
出版:	2007
主題:	Statistics (see also social sciences) Computationally-intensive statistics

相似書籍

On auxiliary variables and many-core architectures in computational statistics
由: Lee, A
出版: (2011)

Markov fields and log-linear interaction models for contingency tables
由: Darroch, J, et al.
出版: (1980)

Reweighting methods in high dimensional regression
由: Fang, Z
出版: (2012)

Synonymous codon usage influences the local protein structure observed
由: Saunders, R, et al.
出版: (2010)

Models and software for improving the profitability of pharmaceutical research
由: Qu, S
出版: (2011)

Hyper Markov laws in the statistical analysis of decomposable graphical models
由: Dawid, A, et al.
出版: (1993)

Graphical models for associations between variables, some of which are quantitative and some qualitative
由: Lauritzen, S, et al.
出版: (1989)

Graphical models for genetic analyses
由: Lauritzen, S, et al.
出版: (2003)

Some problems in the theory & application of graphical models
由: Roddam, A
出版: (1999)

A coalescent dual process in a Moran model with genic selection, and the lambda coalescent limit
由: Etheridge, A, et al.
出版: (2010)

How threshold behaviour affects the use of subgraphs for network comparison
由: Rito, T, et al.
出版: (2010)

Some aspects of complex statistical dependencies
由: Kartsonaki, C
出版: (2014)

An approximate sampling formula under genetic hitchhiking
由: Etheridge, A, et al.
出版: (2006)

A Bayesian cost-benefit approach to sample size determination and evaluation in clinical trials
由: Kikuchi, T
出版: (2011)

Multilocus approaches to the detection of disease susceptibility regions: methods and applications
由: Ciampa, J
出版: (2012)

The relation between multilocus population genetics and social evolution theory
由: Gardner, A, et al.
出版: (2007)

Bayesian analysis in expert systems
由: Spiegelhalter, D, et al.
出版: (1993)

On the moments and the interface of the symbiotic branching model
由: Blath, J, et al.
出版: (2011)

Bayesian methods for multivariate phenotype analysis in genome-wide association studies
由: Iotchkova, V
出版: (2013)

Statistical and Computational Methodology for the Analysis of Forensic DNA Mixtures with Artefacts
由: Graversen, T
出版: (2014)

Sparse distance metric learning
由: Choy, T
出版: (2014)

A robust clustering algorithm for identifying problematic samples in genome-wide association studies
由: Bellenguez, C, et al.
出版: (2012)

Cotranslational protein folding - fact or fiction?
由: Deane, C, et al.
出版: (2007)

Using phylogeny to improve genome-wide distant homology recognition
由: Abeln, S, et al.
出版: (2007)

A statistical approach using network structure in the prediction of protein characteristics
由: Chen, P, et al.
出版: (2007)

Protein protein interactions, evolutionary rate, abundance and age
由: Saeed, R, et al.
出版: (2006)

Modelling sequential protein folding under kinetic control
由: Huard, F, et al.
出版: (2006)

Extensions of the case-control design in genome-wide association studies
由: Loizides, C
出版: (2012)

Reporting of prognostic studies of tumour markers: a review of published articles in relation to REMARK guidelines
由: Mallett, S, et al.
出版: (2010)

Why are some more peer than others? Evidence from a longitudinal study of social networks and individual academic performance
由: Lomi, A, et al.
出版: (2011)

School-aged children: a reservoir for continued circulation of Haemophilus influenzae Type b in the United Kingdom
由: Oh, S, et al.
出版: (2008)

Serogroup c meningococcal glycoconjugate vaccine in adolescents: persistence of bactericidal antibodies and kinetics of the immune response to a booster vaccine more than 3 years after immunization
由: Snape, M, et al.
出版: (2006)

A Bayesian approach to the evolution of metabolic networks on a phylogeny
由: Mithani, A, et al.
出版: (2010)

Bayesian analysis of stochastic point processes for financial applications
由: Probst, C
出版: (2013)

Disease model distortion in association studies
由: Vukcevic, D, et al.
出版: (2011)

A flexible and accurate genotype imputation method for the next generation of genome-wide association studies
由: Howie, B, et al.
出版: (2009)

Effect of withdrawal of co-proxamol on prescribing and deaths from drug poisoning in England and Wales: time series analysis
由: Hawton, K, et al.
出版: (2009)

Polarised neutron diffraction measurements of PrBa2Cu3O6+x and the Bayesian statistical analysis of such data
由: Markvardsen, AJ
出版: (2000)

QuantiSNP: an Objective Bayes Hidden-Markov Model to detect and accurately map copy number variation using SNP genotyping data
由: Colella, S, et al.
出版: (2007)

Rahnuma: hypergraph-based tool for metabolic pathway prediction and network comparison
由: Mithani, A, et al.
出版: (2009)